Norm-Based Localized Generalization Error Model and its Derivation for Radial Basis Function Neural Networks

2007 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2007.4370757 ◽

2007 ◽

Author(s):

Xi-Zhao Wang ◽

Xiao-Yan Liu ◽

Yan Li ◽

Chun-Guo Li

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Error Model ◽

Generalization Error ◽

Radial Basis ◽

Localized Generalization Error

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Construction of radial basis function neural networks via a minimization of its localized generalization error

2010 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2010.5580833 ◽

2010 ◽

Author(s):

Daniel S. Yeung ◽

Bin-Bin Sun ◽

Wing W. Y. Ng ◽

Patrick P. K. Chan

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Generalization Error ◽

Radial Basis ◽

Localized Generalization Error

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Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error

Pattern Recognition ◽

10.1016/j.patcog.2006.07.002 ◽

2007 ◽

Vol 40 (1) ◽

pp. 19-32 ◽

Author(s):

Wing W.Y. Ng ◽

Andres Dorado ◽

Daniel S. Yeung ◽

Witold Pedrycz ◽

Ebroul Izquierdo

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Image Classification ◽

Basis Function ◽

Generalization Error ◽

Radial Basis ◽

Localized Generalization Error

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Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2007.894058 ◽

2007 ◽

Vol 18 (5) ◽

pp. 1294-1305 ◽

Author(s):

Daniel S. Yeung ◽

Wing W. Y. Ng ◽

Defeng Wang ◽

Eric C. C. Tsang ◽

Xi-Zhao Wang

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Error Model ◽

Generalization Error ◽

Radial Basis ◽

Selection For ◽

Localized Generalization Error

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Human Activity Recognition Using Radial Basis Function Neural Network Trained via a Minimization of Localized Generalization Error

Ubiquitous Computing and Ambient Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-67585-5_50 ◽

2017 ◽

pp. 498-507 ◽

Author(s):

Shuai Zhang ◽

Wing W. Y. Ng ◽

Jianjun Zhang ◽

Chris D. Nugent

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Activity Recognition ◽

Human Activity ◽

Basis Function ◽

Human Activity Recognition ◽

Generalization Error ◽

Radial Basis ◽

Localized Generalization Error

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Radial Basis Function network learning using localized generalization error bound

Information Sciences ◽

10.1016/j.ins.2009.06.001 ◽

2009 ◽

Vol 179 (19) ◽

pp. 3199-3217 ◽

Author(s):

Daniel S. Yeung ◽

Patrick P.K. Chan ◽

Wing W.Y. Ng

Keyword(s):

Radial Basis Function ◽

Error Bound ◽

Basis Function ◽

Radial Basis Function Network ◽

Generalization Error ◽

Network Learning ◽

Radial Basis ◽

Generalization Error Bound ◽

Function Network ◽

Localized Generalization Error

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Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks

Neural Processing Letters ◽

10.1007/s11063-020-10410-9 ◽

2021 ◽

Author(s):

Guo Luo ◽

Zhi Yang ◽

Choujun Zhan ◽

Qizhi Zhang

Keyword(s):

Dynamical System ◽

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Nonlinear Dynamical System ◽

Nonlinear Dynamical ◽

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New methods based on back propagation (BP) and radial basis function (RBF) artificial neural networks (ANNs) for predicting the occurrence of haloketones in tap water

The Science of The Total Environment ◽

10.1016/j.scitotenv.2021.145534 ◽

2021 ◽

Vol 772 ◽

pp. 145534 ◽

Author(s):

Ying Deng ◽

Xiaoling Zhou ◽

Jiao Shen ◽

Ge Xiao ◽

Huachang Hong ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Tap Water ◽

Back Propagation ◽

New Methods ◽

Radial Basis ◽

Artificial Neural

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A Comparison Study on Shape Parameter Selection in Pattern Recognition by Radial Basis Function Neural Networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1921/1/012124 ◽

2021 ◽

Vol 1921 ◽

pp. 012124

Author(s):

S Tavaen ◽

S Kaennakham

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Shape Parameter ◽

Parameter Selection ◽

Comparison Study ◽

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Wind turbine power curve modeling using radial basis function neural networks and tabu search

Renewable Energy ◽

10.1016/j.renene.2020.10.020 ◽

2021 ◽

Vol 163 ◽

pp. 2137-2152

Author(s):

Despina Karamichailidou ◽

Vasiliki Kaloutsa ◽

Alex Alexandridis

Keyword(s):

Neural Networks ◽

Tabu Search ◽

Radial Basis Function ◽

Wind Turbine ◽

Basis Function ◽

Power Curve ◽

Radial Basis ◽

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Accurate fault locator for EHV transmission lines based on radial basis function neural networks

Electric Power Systems Research ◽

10.1016/j.epsr.2004.02.002 ◽

2004 ◽

Vol 71 (3) ◽

pp. 195-202 ◽

Author(s):

M. Joorabian ◽

S.M.A. Taleghani Asl ◽

R.K. Aggarwal

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Transmission Lines ◽

Basis Function ◽

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